Anomalous Sound Detection using Spectral-Temporal Information Fusion

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Anomalous Sound Detection using Spectral-Temporal Information Fusion

14 January 2022

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Papers citing "Anomalous Sound Detection using Spectral-Temporal Information Fusion"

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Title
Flow-based Self-supervised Density Estimation for Anomalous Sound Detection Kota Dohi Takashi Endo Harsh Purohit Ryo Tanabe Yohei Kawaguchi 61 60 0 16 Mar 2021
ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection Slawomir Kapka CML 134 30 0 10 Jul 2020
Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Yuma Koizumi Yohei Kawaguchi Keisuke Imoto Toshiki Nakamura Yuki Nikaido ... Harsh Purohit Kaori Suefusa Takashi Endo Masahiro Yasuda Noboru Harada 82 188 0 10 Jun 2020
Anomalous sound detection based on interpolation deep neural network Kaori Suefusa Tomoya Nishida Harsh Purohit Ryo Tanabe Takashi Endo Yohei Kawaguchi 52 125 0 19 May 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 194 1,084 0 21 Dec 2019
MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection Harsh Purohit Ryo Tanabe K. Ichige Takashi Endo Yuki Nikaido Kaori Suefusa Yohei Kawaguchi 96 309 0 20 Sep 2019
ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection Yuma Koizumi Shoichiro Saito Hisashi Uematsu Noboru Harada Keisuke Imoto 53 181 0 09 Aug 2019
Unsupervised Detection of Anomalous Sound based on Deep Learning and the Neyman-Pearson Lemma Yuma Koizumi Shoichiro Saito Hisashi Uematsu Noboru Harada AAML 68 159 0 22 Oct 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 303 3,144 0 09 Jul 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices Sheng Chen Yang Liu Xiang Gao Zhen Han CVBM 3DH 96 563 0 20 Apr 2018
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 217 1,360 0 19 May 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 435 10,541 0 21 Jul 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014